mcp-common-crawl
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TDQS
Scored across 4 tools
Tools have distinct purposes, but discover_backlinks and competitor_gap both involve backlink queries, while find_expired and check_domain both assess domain status. Descriptions clarify the differences, so ambiguity is low but not zero.
Naming is inconsistent: discover_backlinks and check_domain use verb_noun, find_expired uses verb_adjective, and competitor_gap is a noun phrase. All use lowercase underscores, but the patterns are mixed.
Four tools is well-scoped for a Common Crawl domain analysis server. Each tool addresses a distinct task without redundancy, and the count fits the niche purpose perfectly.
The surface covers core domain-backlink workflows: backlink discovery, expired domain hunting, domain status checks, and competitor gap analysis. A general URL search or content fetch tool is missing, but agents can work around it.